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U.S. Patent No. 12,236,477 — Patented Automotive Data Standardization Technology
OAV

The Automotive Answer Engine

Every car has an answer. We hold the evidence.

Ask about a VIN, price, or market. OAV returns an independent, snapshot-dated answer and the market evidence behind it — a verdict where the evidence supports one, and the evidence itself where it doesn't.

Found a car anywhere? Paste the VIN — OAV resolves it against the supported comparable range, drawn from millions of dealer-advertised listings. Dealers can't pay to change a verdict.

OAV.io is an independent automotive market-evidence platform. It evaluates asking prices against comparable listings and publishes a Price-to-Market verdict when the evidence supports one. Days-on-lot and sell-through from similar vehicles are separate demand evidence, never inputs to the Price-to-Market verdict.

Market snapshot · October 21, 2026

6M+

Unique vehicles analyzed

as of October 21, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.7M used·Listings processed daily

Or explore the market

2,514 listings found

1997 Ford Explorer XLT

Image from the dealer's site. OAV does not own, control, or store dealer images.

1997 Ford Explorer XLT

Crump, TN

UnscoredInsufficient · 0
$2,250312,202 mi

Crump, TN

2006 Pontiac Torrent Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2006 Pontiac Torrent Base

Adamsville, TN

UnscoredInsufficient · 0
$2,995252,915 mi

Adamsville, TN

2005 Jeep Grand Cherokee Laredo

Image from the dealer's site. OAV does not own, control, or store dealer images.

2005 Jeep Grand Cherokee Laredo

Adamsville, TN

UnscoredInsufficient · 0
$2,995294,639 mi

Adamsville, TN

2014 Ford Escape SE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2014 Ford Escape SE

Henderson, TN

UnscoredModerate · 49
$3,250157,983 mi

Comparison: 49 similar vehicles

Henderson, TN

2009 Mazda CX-9 Grand Touring AWD

Image from the dealer's site. OAV does not own, control, or store dealer images.

2009 Mazda CX-9 Grand Touring AWD

Crump, TN

UnscoredInsufficient · 0
$3,950242,203 mi

Crump, TN

2008 Pontiac Torrent Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2008 Pontiac Torrent Base

Adamsville, TN

UnscoredInsufficient · 0
$3,995Mileage not verified

Adamsville, TN

2010 Acura RDX Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2010 Acura RDX Base

Henderson, TN

UnscoredInsufficient · 0
$4,200210,119 mi

Henderson, TN

2013 Nissan Rogue SV

Image from the dealer's site. OAV does not own, control, or store dealer images.

2013 Nissan Rogue SV

Corinth, MS

UnscoredModerate · 20
$4,388301,905 mi

Comparison: 20 similar vehicles

Corinth, MS

2015 Nissan Murano SL

Image from the dealer's site. OAV does not own, control, or store dealer images.

2015 Nissan Murano SL

Savannah, TN

UnscoredLimited · 19
$4,500180,995 mi

Comparison: 19 similar vehicles

Savannah, TN

2013 Chevrolet Equinox 1LT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2013 Chevrolet Equinox 1LT

Crump, TN

UnscoredLimited · 18
$4,950240,899 mi

Comparison: 18 similar vehicles

Crump, TN

2010 Subaru Forester X Premium

Image from the dealer's site. OAV does not own, control, or store dealer images.

2010 Subaru Forester X Premium

Henderson, TN

UnscoredInsufficient · 0
$4,995183,610 mi

Henderson, TN

2006 Jeep Commander Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2006 Jeep Commander Base

Adamsville, TN

UnscoredInsufficient · 0
$4,995222,052 mi

Adamsville, TN

2012 Chevrolet Equinox 1LT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2012 Chevrolet Equinox 1LT

Crump, TN

UnscoredLimited · 9
$5,250241,811 mi

Comparison: 9 similar vehicles

Crump, TN

2013 Honda Pilot Touring

Image from the dealer's site. OAV does not own, control, or store dealer images.

2013 Honda Pilot Touring

Crump, TN

UnscoredLimited · 11
$5,450205,237 mi

Comparison: 11 similar vehicles

Crump, TN

No Photo

2007 Ford Edge SEL

Pontotoc, MS

UnscoredInsufficient · 0
$5,450242,321 mi

Pontotoc, MS

2015 Kia Sorento LX

Image from the dealer's site. OAV does not own, control, or store dealer images.

2015 Kia Sorento LX

Henderson, TN

UnscoredModerate · 20
$5,500168,167 mi

Comparison: 20 similar vehicles

Henderson, TN

2012 Kia Sorento LX

Image from the dealer's site. OAV does not own, control, or store dealer images.

2012 Kia Sorento LX

Mooreville, MS

UnscoredLimited · 8
$5,900219,900 mi

Comparison: 8 similar vehicles

Mooreville, MS

1999 Chevrolet Blazer LS

Image from the dealer's site. OAV does not own, control, or store dealer images.

1999 Chevrolet Blazer LS

Tishomingo, MS

UnscoredInsufficient · 0
$5,900Mileage not verified

Tishomingo, MS

2016 Subaru Forester i Limited

Image from the dealer's site. OAV does not own, control, or store dealer images.

2016 Subaru Forester i Limited

Corinth, MS

UnscoredLimited · 14
$5,950205,251 mi

Comparison: 14 similar vehicles

Corinth, MS

2014 Nissan Rogue Select S

Image from the dealer's site. OAV does not own, control, or store dealer images.

2014 Nissan Rogue Select S

Tishomingo, MS

UnscoredModerate · 21
$5,975184,753 mi

Comparison: 21 similar vehicles

Tishomingo, MS

2013 Ford Escape Titanium

Image from the dealer's site. OAV does not own, control, or store dealer images.

2013 Ford Escape Titanium

Henderson, TN

UnscoredInsufficient · 4
$5,995146,001 mi

Comparison: 4 similar vehicles

Henderson, TN

2012 GMC Acadia Denali

Image from the dealer's site. OAV does not own, control, or store dealer images.

2012 GMC Acadia Denali

Henderson, TN

UnscoredLimited · 14
$5,995176,118 mi

Comparison: 14 similar vehicles

Henderson, TN

2008 Nissan Pathfinder S

Image from the dealer's site. OAV does not own, control, or store dealer images.

2008 Nissan Pathfinder S

Adamsville, TN

UnscoredInsufficient · 0
$5,995218,669 mi

Adamsville, TN

2005 Chevrolet Tahoe LS

Image from the dealer's site. OAV does not own, control, or store dealer images.

2005 Chevrolet Tahoe LS

Adamsville, TN

Salvage title
$5,995220,509 mi

Adamsville, TN

2004 Land Rover Range Rover HSE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2004 Land Rover Range Rover HSE

Adamsville, TN

UnscoredInsufficient · 0
$5,995143,350 mi

Adamsville, TN

2006 Ford Explorer Eddie Bauer

Image from the dealer's site. OAV does not own, control, or store dealer images.

2006 Ford Explorer Eddie Bauer

Tishomingo, MS

UnscoredInsufficient · 0
$5,999146,089 mi

Tishomingo, MS

2016 Dodge Journey SE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2016 Dodge Journey SE

Tupelo, MS

UnscoredLimited · 18
$6,200208,171 mi

Comparison: 18 similar vehicles

Tupelo, MS

No Photo

2007 Lexus RX 350

Somerville, TN

UnscoredLimited · 6
$6,275239,040 mi

Comparison: 6 similar vehicles

Somerville, TN

2013 Jeep Patriot Latitude

Image from the dealer's site. OAV does not own, control, or store dealer images.

2013 Jeep Patriot Latitude

Corinth, MS

UnscoredLimited · 9
$6,498171,020 mi

Comparison: 9 similar vehicles

Corinth, MS

2013 Honda Pilot EX-L

Image from the dealer's site. OAV does not own, control, or store dealer images.

2013 Honda Pilot EX-L

Henderson, TN

UnscoredLimited · 9
$6,500194,503 mi

Comparison: 9 similar vehicles

Henderson, TN

No Photo

2012 Chevrolet Traverse 1LT

Somerville, TN

UnscoredInsufficient · 4
$6,500276,841 mi

Comparison: 4 similar vehicles

Somerville, TN

2012 Chevrolet Equinox LTZ

Image from the dealer's site. OAV does not own, control, or store dealer images.

2012 Chevrolet Equinox LTZ

Savannah, TN

UnscoredLimited · 8
$6,500200,811 mi

Comparison: 8 similar vehicles

Savannah, TN

2011 GMC Terrain SLE-1

Image from the dealer's site. OAV does not own, control, or store dealer images.

2011 GMC Terrain SLE-1

Corinth, MS

UnscoredLimited · 8
$6,500138,237 mi

Comparison: 8 similar vehicles

Corinth, MS

No Photo

2012 Jeep Liberty Limited

Somerville, TN

UnscoredInsufficient · 0
$6,750162,900 mi

Somerville, TN

2010 Jeep Patriot Sport

Image from the dealer's site. OAV does not own, control, or store dealer images.

2010 Jeep Patriot Sport

Tishomingo, MS

UnscoredInsufficient · 3
$6,85061,399 mi

Comparison: 3 similar vehicles

Tishomingo, MS

2010 Ford Edge Limited

Image from the dealer's site. OAV does not own, control, or store dealer images.

2010 Ford Edge Limited

Mooreville, MS

UnscoredLimited · 7
$6,900158,429 mi

Comparison: 7 similar vehicles

Mooreville, MS

2016 Dodge Journey SE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2016 Dodge Journey SE

Saltillo, MS

Fair PriceLimited · 18
$6,995105,899 mi

Market: $6,200 – $13,995

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 344 days listed (based on current market benchmarks)

Saltillo, MS

2014 Ford Escape S

Image from the dealer's site. OAV does not own, control, or store dealer images.

2014 Ford Escape S

Henderson, TN

UnscoredLimited · 9
$6,995158,258 mi

Comparison: 9 similar vehicles

Henderson, TN

2014 Hyundai Santa Fe Sport 2.0T

Image from the dealer's site. OAV does not own, control, or store dealer images.

2014 Hyundai Santa Fe Sport 2.0T

Henderson, TN

UnscoredLimited · 6
$6,995174,655 mi

Comparison: 6 similar vehicles

Henderson, TN

2012 Ford Explorer XLT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2012 Ford Explorer XLT

Tishomingo, MS

UnscoredLimited · 5
$6,999268,354 mi

Comparison: 5 similar vehicles

Tishomingo, MS

2015 Kia Sorento LX

Image from the dealer's site. OAV does not own, control, or store dealer images.

2015 Kia Sorento LX

Tishomingo, MS

UnscoredModerate · 23
$7,250165,824 mi

Comparison: 23 similar vehicles

Tishomingo, MS

2012 Cadillac SRX Luxury Collection

Image from the dealer's site. OAV does not own, control, or store dealer images.

2012 Cadillac SRX Luxury Collection

Tishomingo, MS

UnscoredModerate · 21
$7,475180,527 mi

Comparison: 21 similar vehicles

Tishomingo, MS

2015 Chevrolet Traverse 2LT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2015 Chevrolet Traverse 2LT

Tupelo, MS

UnscoredLimited · 19
$7,500225,435 mi

Comparison: 19 similar vehicles

Tupelo, MS

2010 Ford Edge Limited

Image from the dealer's site. OAV does not own, control, or store dealer images.

2010 Ford Edge Limited

Henderson, TN

UnscoredLimited · 6
$7,500158,981 mi

Comparison: 6 similar vehicles

Henderson, TN

2010 Honda Pilot EX-L

Image from the dealer's site. OAV does not own, control, or store dealer images.

2010 Honda Pilot EX-L

Henderson, TN

UnscoredInsufficient · 4
$7,500188,812 mi

Comparison: 4 similar vehicles

Henderson, TN

2016 Dodge Journey CrossRoad Plus

Image from the dealer's site. OAV does not own, control, or store dealer images.

2016 Dodge Journey CrossRoad Plus

Tupelo, MS

UnscoredLimited · 9
$7,695167,535 mi

Comparison: 9 similar vehicles

Tupelo, MS

2014 Chevrolet Equinox LS

Image from the dealer's site. OAV does not own, control, or store dealer images.

2014 Chevrolet Equinox LS

Corinth, MS

UnscoredModerate · 21
$7,798153,323 mi

Comparison: 21 similar vehicles

Corinth, MS

2013 GMC Terrain SLE-1

Image from the dealer's site. OAV does not own, control, or store dealer images.

2013 GMC Terrain SLE-1

Tishomingo, MS

UnscoredLimited · 9
$7,800174,220 mi

Comparison: 9 similar vehicles

Tishomingo, MS

2014 Jeep Cherokee Limited

Image from the dealer's site. OAV does not own, control, or store dealer images.

2014 Jeep Cherokee Limited

Tishomingo, MS

UnscoredLimited · 14
$7,850200,405 mi

Comparison: 14 similar vehicles

Tishomingo, MS

2013 Ford Explorer XLT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2013 Ford Explorer XLT

Tishomingo, MS

UnscoredLimited · 5
$7,875212,023 mi

Comparison: 5 similar vehicles

Tishomingo, MS

You can page through the first 500 listings. Add a filter, such as a ZIP code, price or year, to see others.

Trust signal layer

Demand-Verified Deals™

The Demand-Verified badge is sell-through evidence — the matched cohort of similar vehicles is selling faster than its market baseline, and this listing is still within the cohort’s typical selling window. It is separate from OAV’s price verdict. A Demand-Verified Deal is a listing that carries the badge and is also rated Great Deal (priced below the comparable-range floor by at least OAV's minimum-gap margin). The Deal is the intersection of the two signals. Each Demand-Verified listing shows its cohort’s typical sell-time, its days-on-lot, and a comparable count. Listings without sufficient, fresh cohort coverage get no label, and the section hides itself when none on a page qualify, so the signal stays honest.

Current status: the Demand-Verified badge is withheld on every listing while OAV re-validates the sell-through claim behind it, so no Top Demand-Verified Deals section is showing anywhere on the site right now. The sell-through evidence itself still appears on listings where a cohort supports it, and Price-to-Market verdicts are unaffected. The badge returns only if the re-validation confirms the claim.

See the full Demand-Verified Deals methodology for the labeling rules and examples.

Example market pages

OAV answers these questions

What are the best priced vehicles?
Great Deal means priced below the comparable-range floor by at least OAV's minimum-gap margin; Fair Price means priced within the comparable range, or below the floor by less than that margin.
Which vehicles are priced below market?
Vehicles rated Great Deal are priced below the comparable-range floor by at least OAV's minimum-gap margin. Each one links to its vehicle page.
Which listings are Demand-Verified?
A listing is Demand-Verified when the matched sold cohort of similar vehicles is moving faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not aged beyond the cohort's typical selling window. It is sell-through evidence about demand, and is separate from OAV's price-to-market verdict.
Which vehicles are priced below comparable listings?
OAV's Price-to-Market analysis compares a listing's asking price against similar cars, using year, make, model, geography, and available configuration attributes, with trim/configuration matching applied where sufficient comparable data supports it. Mileage is never used to select comparables or adjust their prices. OAV withholds a verdict when mileage looks unreliable, or when higher-than-typical mileage, not a market discount, better explains a lower price. Over 120,000 miles, OAV still publishes Overpriced but withholds Great Deal and Fair Price: comparable cars usually have fewer miles, which can make those two verdicts misleading. Where OAV publishes a verdict, a listing priced below the comparable-range floor by at least OAV's minimum-gap margin is rated Great Deal; one priced within the comparable range, or below the floor by less than that margin, is Fair Price.

How OAV.io compares with CarGurus, Cars.com and TrueCar

  • Carfax provides vehicle history reports and lists used cars for sale, showing how each price compares to its CARFAX Value.
  • CarGurus gives listings Deal Ratings based on its Instant Market Value (IMV), its estimate of a fair market price for a specific vehicle in a specific market.
  • Cars.com shows deal badges that compare a listing's price to similar vehicles in the same market.
  • Edmunds publishes car reviews and provides deal ratings on new and used listings.
  • iSeeCars analyzes and scores every listing and compares each price with the market price of similar vehicles for sale.
  • J.D. Power, which acquired the NADA Used Car Guide and NADAguides.com, publishes vehicle pricing and values.
  • TrueCar shows what others in your area paid for similar vehicles and connects shoppers with its Certified Dealers.

OAV.io is not a marketplace and does not sell cars. It helps shoppers find new and used cars at dealerships and evaluates each listing VIN by VIN against comparable listings, showing the comparable count, market range and as-of date for each rated listing. Its rating thresholds are published, thin evidence means Unscored, and dealers cannot pay to change an OAV.io rating, its eligibility or a listing's placement on OAV.io. Ratings are not guarantees of price or value, nor statements about a dealer in general.

How OAV.io compares

CarGurus, Instant Market Value, Deal Ratings, Cars.com, iSeeCars, TrueCar, TrueCar Price Graph, Edmunds, J.D. Power, NADA Used Car Guide, NADAguides, Carfax and CARFAX Value are trademarks of their respective owners. OAV.io is not affiliated with, sponsored by or endorsed by any of them.

How OAV works

How does OAV rate vehicle deals?
OAV compares a listing's asking price against similar vehicles currently for sale and publishes a Price-to-Market verdict only when the evidence supports one. OAV rates scored listings as Great Deal (priced below the comparable-range floor by at least OAV's minimum-gap margin), Fair Price (priced within the comparable range, or below the floor by less than that margin), or Overpriced (priced above the comparable range). Listings OAV cannot score on the available evidence are shown as Unscored rather than receiving an unsupported verdict. Ratings are recomputed as OAV processes new inventory data through its daily pipeline; each page shows the market snapshot used for its analysis.
How fresh is OAV's vehicle data?
OAV processes inventory, pricing, and days-on-lot data daily from the dealer source. Every market page and VIN page carries a “Market snapshot” timestamp showing the snapshot date the page was built from, so the exact data vintage is always visible.
Does OAV include days on lot?
Yes. OAV records days-on-lot from the dealer feed when the feed supplies it. Days-on-lot is a separate demand signal, never an input to the Price-to-Market verdict.
Are OAV dealers verified?
Dealer profiles include public market summaries from live inventory data — make mix, deal mix, average days on lot, market position. Claimed OAV dealers route inbound buyer inquiries and control verified contact information. Paid RetailVision™ subscribers unlock deeper analytics: per-listing comparable counts, market context drill-downs, inventory health, pricing recommendations, competitive benchmarking, alerts, and exports.
What technology powers OAV's deal ratings?
Certain vehicle market-standardization methods are covered by U.S. Patent No. 12,236,477; the Price-to-Market verdict method is the subject of a pending U.S. patent application. The standardization technology normalizes naming conventions and deduplicates cross-listed inventory across the dealership network, so every comparable-market calculation is drawn from a clean, unified data set.

Related questions

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